Demand
How much the market actually wants it - aggregated search, sales-rank velocity and category momentum, normalised over time so spikes do not distort the signal.
Ranked. Reviewed. Ready-to-buy.
The same formula, applied the same way, to every product - computed from aggregated market and review data, recalculated whenever the data changes.
How much the market actually wants it - aggregated search, sales-rank velocity and category momentum, normalised over time so spikes do not distort the signal.
The credibility of the evidence - review authenticity, brand track record and rating consistency across sources, weighted so a few inflated ratings cannot skew the result.
Price weighed against everything else we score - what the composite would be at this price versus comparable products in the same category.
Aggregate sentiment on how well it performs its core job - large-scale review analysis, normalised so category expectations compare fairly across price tiers.
Signals that it lasts - longevity mentions, defect and return patterns, and how ratings hold up over time rather than at launch.
Five weighted forces, one composite number. The same formula, applied the same way, to every product on the page.
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